The feature store allows the automation and management of feature engineering and serving at scale for stream and batch data. Hopsworks is the most advanced open source feature store with an end-to-end machine learning platform for development and operation of machine learning models.
Collaboration
Organize work in self-service teams with GDPR-compliant data storage and processing.
Faster Model Training withmany GPUs
Add GPUs to your cluster and users can use them as needed - with quotas.
Scalable
Start small on a single VM and scale to clusters of 1000s of CPUs/GPUs and PBs of data.
First-ClassPython
Run Jupyter notebooks as jobs or use PyCharm plugin. Install libraries with, conda/pypi.
Cost Effective Platform
Runs on commodity hardware; support for Ubuntu/Debian and Redhat/Centos.
Open Source
Use Hopsworks to build paid services on it. If, however, you modify the code, you should release it as AGPL-V3.
